{"id":"W2067581536","doi":"10.1177/153303460900800601","title":"Stereotactic Radiotherapy of the Liver: A Bridge to Transplantation","year":2009,"lang":"en","type":"article","venue":"Technology in Cancer Research & Treatment","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Liver transplantation; Hepatocellular carcinoma; Transplantation; Radiation therapy; Cirrhosis; Pathological; Surgery; Liver disease; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741235,0.0001224945,0.0002520061,0.0005325985,0.00006304319,0.000006007228,0.0001396929,0.0001190465,0.00007182814],"category_scores_gemma":[0.00001504023,0.0000777579,0.00007879905,0.001068128,0.000115136,0.0000280341,0.00001191334,0.0001934285,0.00001083345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009262796,"about_ca_system_score_gemma":0.0002165357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407874,"about_ca_topic_score_gemma":0.0004611141,"domain_scores_codex":[0.9988576,0.00008882477,0.000181726,0.0002503481,0.0002844225,0.0003370562],"domain_scores_gemma":[0.999382,0.00005219734,0.00003047814,0.0003914848,0.0000792813,0.00006452353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007601142,0.0009178071,0.6997417,0.00003950696,0.0001494195,0.0003846759,0.001428654,0.000002245814,0.02406369,0.0004629471,0.000114515,0.2719347],"study_design_scores_gemma":[0.004904744,0.007213441,0.6739854,0.0003391061,0.0001325909,0.0001103415,0.00008733295,0.0001382469,0.3094281,0.0005910566,0.002944361,0.0001253343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670751,0.005225025,0.000009466715,0.02574259,0.00002462015,0.001620652,0.0000149488,0.00004329037,0.0002443066],"genre_scores_gemma":[0.9913495,0.007551734,0.0002562346,0.0001185603,0.00002371381,0.0004517289,0.000004424129,0.00001092613,0.0002332328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853644,"threshold_uncertainty_score":0.3170875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618693036500398,"score_gpt":0.4053098802992185,"score_spread":0.2434405766491787,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}